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North Mini Code vs Google: Gemini 3.5 Flash

Summary

Gemini 3.5 Flash (high) leads on average score with 9.8 vs 5.8. North Mini Code (medium) has the lower benchmark cost at $0.000 vs $1.115. Gemini 3.5 Flash (high) is faster at 8.84s vs 106.18s, with pass rates of 50.8% vs 96.8%.

Recommended modelGemini 3.5 Flash (high)It has the best score here (9.8), while responding about 12.0x faster than North Mini Code (medium).

Last updated at: 2026-07-14

Metric North Mini Code North Mini Code medium Release: 2026-06-18 Free Available Gemini 3.5 Flash Gemini 3.5 Flash high Release: 2026-05-19
Score 5.8 9.8
Rank #131 #1
Reliability 8.5 10.0
Consistency 8.5 9.6
Tests Correct
Attempt pass rate 50.8% 96.8%
Flaky tests 4 1
Total Runs 55 63
Cost per result 0.000 5.575
Total Cost $0.000 $1.115
Input Price $0.000 / 1M $1.500 / 1M
Output Price $0.000 / 1M $9.000 / 1M
Total Input Tokens 32,891 37,594
Output Tokens 424,772 1,975
Reasoning Tokens 1,021,489 115,638
Response Time (avg) 106.18s 8.84s
Response Time (max) 357.05s 34.82s
Response Time (total) 2229.70s 185.57s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#131 North Mini Code

medium
Cost
$0.000
Time
51.8s
Tokens
12,460 tok

#1 Gemini 3.5 Flash

high
Cost
$0.208
Time
118.2s
Tokens
23,158 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 4.5 4.9 33.3% 2 320.43s 7,119 219,891 561,569
Gemini 3.5 Flash 10.0 10.0 100.0% 0 22.96s 8,118 456 47,129

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